If your system can't see this, it fails.
Mach Perception 3 is built for real-world autonomy — cutting through glare, dust, and harsh conditions where traditional systems break.
P2 — Target Lost 
P3 — Person Detected Most perception systems aren't built for the real world.
Controlled environments are not the real world. When autonomy operates in the field, conditions are unpredictable and unforgiving.
Real challenges your system faces
- Low-angle sunlight & direct glare
- Dust, debris, and particulate interference
- Deep shadows & uneven terrain
- Constant machine vibration
- Rapid light transitions (shade to full sun)
Detection drops
Objects and people become invisible to legacy sensors in high-glare or low-contrast conditions.
Decisions slow
Noisy perception data forces the autonomy stack to hesitate, reducing throughput and productivity.
Safety risks increase
A missed detection isn't a data point — it's a potential incident. The stakes are real.
Same moment. Completely different outcome.
P2: Target Lost P3: Person Detected 
P2: Limited Range 
P3: Full Clarity Same machine. Same environment. Same moment in time. The only variable is the perception system. P3 doesn't just see better — it sees when it matters most.
See the full breakdown liveBuilt for where autonomy actually operates.
Perception 3 isn't an incremental update — it's a full perception platform engineered for the conditions that break traditional systems.
High Dynamic Range Vision
Multi-exposure fusion delivers clear imagery across extreme lighting — from direct sun glare to deep shadow.
Edge AI Processing
NVIDIA Jetson Orin Nano™ runs inference at the edge. No cloud dependency. Real-time decisions, on the machine.
Ruggedized Hardware
IP67 sealed. MIL-STD-810 tested. Operates from −30°C to +70°C. Built for the harshest environments on earth.
Sensor Fusion Ready
Native integration with LiDAR and Mach RadX radar. Multiple sensor modalities in a unified perception output.
This isn't about better images. It's about better outcomes.
Fewer missed detections
Faster autonomous decisions
Reduced operational downtime
Increased safety confidence
Designed for real-world autonomy applications
Agriculture Autonomy
Autonomous sprayers, harvesters, and tractors operating in dust, low sun, and variable terrain.
Construction Equipment
Excavators, dozers, and loaders navigating active sites with workers, debris, and constant motion.
Industrial Fleets
Material handling, logistics vehicles, and yard trucks operating around the clock in all conditions.
See how it performs in the field
Join our engineering team for a live walkthrough of Perception 3 — real field data, real comparisons, and real results.
